Exact electronic states with shallow quantum circuits through global
optimisation
- URL: http://arxiv.org/abs/2207.00085v1
- Date: Thu, 30 Jun 2022 20:03:11 GMT
- Title: Exact electronic states with shallow quantum circuits through global
optimisation
- Authors: Hugh G. A. Burton, Daniel Marti-Dafcik, David P. Tew, and David J.
Wales
- Abstract summary: Quantum computers promise to revolutionise electronic simulations by overcoming the exponential scaling of many-electron problems.
We construct universal wave functions from gate-efficient, symmetry-preserving fermionic operators.
Our algorithm reliably advances the state-of-the-art, defining a new paradigm for quantum simulations featuring strong electron correlation.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Quantum computers promise to revolutionise electronic simulations by
overcoming the exponential scaling of many-electron problems. While electronic
wave functions can be represented using a product of fermionic unitary
operators, shallow quantum circuits for exact states have not yet been
achieved. We construct universal wave functions from gate-efficient,
symmetry-preserving fermionic operators by introducing an algorithm that
globally optimises the wave function in the discrete ansatz design and the
continuous parameter spaces. Our approach maximises the accuracy that can be
obtained with near-term quantum circuits. Highly accurate numerical simulations
on strongly correlated molecules, including water and molecular nitrogen, and
the condensed-matter Hubbard model, demonstrate that our algorithm reliably
advances the state-of-the-art, defining a new paradigm for quantum simulations
featuring strong electron correlation.
Related papers
- Simulating continuous-space systems with quantum-classical wave functions [0.0]
Non-relativistic interacting quantum many-body systems are naturally described in terms of continuous-space Hamiltonians.
Current algorithms require discretization, which usually amounts to choosing a finite basis set, inevitably introducing errors.
We propose an alternative, discretization-free approach that combines classical and quantum resources in a global variational ansatz.
arXiv Detail & Related papers (2024-09-10T10:54:59Z) - Disentangling the Physics of the Attractive Hubbard Model via the
Accessible and Symmetry-Resolved Entanglement Entropies [2.991853491946018]
We show how to compute accessible and symmetry-resolved entanglements for interacting fermion systems.
We apply these tools to study the pairing and charge density waves exhibited in the paradigmatic attractive Hubbard model via entanglement.
arXiv Detail & Related papers (2023-12-18T23:06:19Z) - Accurate and gate-efficient quantum ansätze for electronic states without adaptive optimisation [0.0]
Quantum algorithms require accurate representations of electronic states on a quantum device.
Current approximations struggle to combine chemical accuracy and gate-efficiency.
We present a symmetry-preserving and gate-efficient ansatz that provides chemically accurate molecular energies.
arXiv Detail & Related papers (2023-12-15T13:01:48Z) - On-the-fly Tailoring towards a Rational Ansatz Design for Digital
Quantum Simulations [0.0]
It is imperative to develop low depth quantum circuits that are physically realizable in quantum devices.
We develop a disentangled ansatz construction protocol that can dynamically tailor an optimal ansatz.
The construction of the ansatz may potentially be performed in parallel quantum architecture through energy sorting and operator commutativity prescreening.
arXiv Detail & Related papers (2023-02-07T11:22:01Z) - Variational waveguide QED simulators [58.720142291102135]
Waveguide QED simulators are made by quantum emitters interacting with one-dimensional photonic band-gap materials.
Here, we demonstrate how these interactions can be a resource to develop more efficient variational quantum algorithms.
arXiv Detail & Related papers (2023-02-03T18:55:08Z) - Quantum emulation of the transient dynamics in the multistate
Landau-Zener model [50.591267188664666]
We study the transient dynamics in the multistate Landau-Zener model as a function of the Landau-Zener velocity.
Our experiments pave the way for more complex simulations with qubits coupled to an engineered bosonic mode spectrum.
arXiv Detail & Related papers (2022-11-26T15:04:11Z) - Recompilation-enhanced simulation of electron-phonon dynamics on IBM
Quantum computers [62.997667081978825]
We consider the absolute resource cost for gate-based quantum simulation of small electron-phonon systems.
We perform experiments on IBM quantum hardware for both weak and strong electron-phonon coupling.
Despite significant device noise, through the use of approximate circuit recompilation we obtain electron-phonon dynamics on current quantum computers comparable to exact diagonalisation.
arXiv Detail & Related papers (2022-02-16T19:00:00Z) - Reducing circuit depth in adaptive variational quantum algorithms via
effective Hamiltonian theories [8.24048506727803]
We introduce a new transformation in the form of a product of a linear combination of excitation operators to construct the effective Hamiltonian with finite terms.
The effective Hamiltonian defined with this new transformation is incorporated into the adaptive variational quantum algorithms to maintain constant-size quantum circuits.
arXiv Detail & Related papers (2022-01-23T09:38:46Z) - Simulating the Mott transition on a noisy digital quantum computer via
Cartan-based fast-forwarding circuits [62.73367618671969]
Dynamical mean-field theory (DMFT) maps the local Green's function of the Hubbard model to that of the Anderson impurity model.
Quantum and hybrid quantum-classical algorithms have been proposed to efficiently solve impurity models.
This work presents the first computation of the Mott phase transition using noisy digital quantum hardware.
arXiv Detail & Related papers (2021-12-10T17:32:15Z) - Bosonic field digitization for quantum computers [62.997667081978825]
We address the representation of lattice bosonic fields in a discretized field amplitude basis.
We develop methods to predict error scaling and present efficient qubit implementation strategies.
arXiv Detail & Related papers (2021-08-24T15:30:04Z) - Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on
Quantum Computers [52.77024349608834]
We develop a digital quantum algorithm that simulates interaction with an environment using a small number of ancilla qubits.
We evaluate the algorithm by simulating thermal states of the transverse Ising model.
arXiv Detail & Related papers (2021-03-04T18:21:00Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.